mask-ddpm/example/results/runs/config__seed7/train_log.csv

1	epoch	step	loss	loss_cont	loss_disc
2	0	0	6073.880371	8675.930664	2.014640
3	0	10	3964.135010	5662.399902	1.368260
4	0	20	3385.137207	4835.327637	1.227172
5	0	30	3094.015869	4419.531738	1.027085
6	0	40	3042.558350	4346.070312	0.909484
7	0	50	3292.317871	4702.895020	0.862323
8	0	60	3332.951904	4760.992188	0.751721
9	0	70	3138.437012	4483.116699	0.663520
10	0	80	2014.020508	2876.850098	0.647035
11	0	90	1848.474854	2640.369385	0.615098
12	0	100	1362.581299	1946.185669	0.734298
13	0	110	1714.927734	2449.573975	0.670221
14	0	120	1462.439209	2088.833740	0.764377
15	0	130	1422.474731	2031.791626	0.651334
16	0	140	1851.833252	2645.120361	0.725756
17	0	150	1658.524536	2368.945312	0.791960
18	0	160	1552.824707	2217.989258	0.680967
19	0	170	1657.671997	2367.726074	0.775652
20	0	180	1305.293091	1864.448853	0.513187
21	0	190	1561.380493	2230.313232	0.450726
22	0	200	1369.576172	1956.434570	0.142824
23	0	210	1514.537109	2163.475342	0.262658
24	0	220	1509.036987	2155.713135	0.045494
25	0	230	1458.538940	2083.556885	0.067540
26	0	240	1638.390015	2340.443115	0.179878
27	0	250	1540.904907	2201.235352	0.042548
28	0	260	1450.345825	2071.878174	0.036674
29	0	270	1545.341309	2207.512939	0.200950
30	0	280	1332.316406	1903.052979	0.528000
31	0	290	1592.420654	2274.582520	0.613389
32	0	300	1532.942871	2189.578613	0.707613
33	0	310	1409.305908	2013.157715	0.235748
34	0	320	1419.966309	2028.270996	0.516204
35	0	330	1410.812744	2015.001099	0.944394
36	0	340	1464.723145	2092.196289	0.547832
37	0	350	1477.102051	2109.872070	0.569441
38	0	360	1433.744507	2047.966553	0.502395
39	0	370	1421.550659	2030.407227	0.817643
40	0	380	1427.997192	2039.661255	0.723281
41	0	390	1483.511963	2118.945312	0.764762
42	0	400	1391.952026	1988.121216	0.829355
43	0	410	1430.251587	2042.907593	0.668427
44	0	420	1352.416992	1931.709595	0.660562
45	0	430	1488.765015	2126.439941	0.787700
46	0	440	1651.923828	2359.620850	0.569141
47	0	450	1465.509521	2093.223877	0.785315
48	0	460	1483.930786	2119.552246	0.750643
49	0	470	1557.471680	2224.668945	0.617517
50	0	480	1397.146484	1995.629395	0.622481
51	0	490	1483.126465	2118.404785	0.750395
52	0	500	1440.649414	2057.799072	0.577675
53	0	510	1093.308228	1561.548828	0.681681
54	0	520	1188.147461	1697.038330	0.671484
55	0	530	1485.276855	2121.441162	0.840877
56	0	540	1518.871460	2169.524902	0.629876
57	0	550	1486.099365	2122.605713	0.862294
58	0	560	1548.067871	2211.249268	0.596734
59	0	570	1403.173706	2004.201416	0.713977
60	0	580	1386.756104	1980.708740	0.807772
61	0	590	1409.985962	2013.965820	0.648468
62	0	600	1487.426147	2124.583740	0.673989
63	0	610	1574.502808	2248.912354	0.801795
64	0	620	1373.952393	1962.413086	0.814029
65	0	630	1471.616821	2101.927490	0.834481
66	0	640	1452.662598	2074.855713	0.826104
67	0	650	1483.588989	2119.074219	0.727739
68	0	660	1275.773804	1822.323486	0.448957
69	0	670	1423.561401	2033.364502	0.639324
70	0	680	1338.317505	1911.501465	0.840937
71	0	690	1415.330566	2021.561768	0.738847
72	0	700	1423.736938	2033.520630	0.852410
73	0	710	1320.491089	1886.039673	0.830242
74	0	720	1467.172852	2095.623779	0.742441
75	0	730	1370.994507	1958.302002	0.556960
76	0	740	1307.407715	1867.395508	0.722923
77	0	750	1333.270020	1904.286621	0.851657
78	0	760	1119.585938	1599.011963	0.873100
79	0	770	1585.314453	2264.351074	0.839355
80	0	780	1140.661743	1629.213745	0.643113
81	0	790	1168.174561	1668.466309	0.648468
82	1	0	1399.152832	1998.578613	0.340370
83	1	10	1472.212402	2102.958008	0.396996
84	1	20	1305.469116	1864.754028	0.406188
85	1	30	1526.412964	2180.250977	0.733189
86	1	40	1450.990601	2072.614746	0.479501
87	1	50	1362.215088	1945.753906	0.568810
88	1	60	1465.991211	2093.927734	0.748630
89	1	70	1479.295410	2112.918701	0.781204
90	1	80	1517.845703	2168.002197	0.750086
91	1	90	1428.203857	2040.075928	0.453482
92	1	100	1447.979370	2068.313965	0.476766
93	1	110	1422.102295	2031.224609	0.765927
94	1	120	1244.448242	1777.463135	0.697788
95	1	130	1282.025879	1831.097778	0.808300
96	1	140	1388.611084	1983.443970	0.617529
97	1	150	1404.710083	2006.414551	0.674463
98	1	160	1538.505005	2197.505127	0.777082
99	1	170	1334.599243	1906.164185	0.881455
100	1	180	1355.358154	1936.008545	0.439720
101	1	190	1419.788086	2028.116333	0.292565
102	1	200	1501.483643	2144.900635	0.115989
103	1	210	1399.325073	1998.881226	0.303807
104	1	220	1613.988892	2305.585693	0.194297
105	1	230	1363.289795	1947.407104	0.292390
106	1	240	1462.100220	2088.666504	0.042313
107	1	250	1423.259644	2033.184082	0.051343
108	1	260	1362.788574	1946.802368	0.034298
109	1	270	1336.105469	1908.631226	0.164262
110	1	280	1328.649658	1897.822266	0.521526
111	1	290	1479.657959	2113.603271	0.400436
112	1	300	1401.746826	2002.183472	0.676063
113	1	310	1564.372070	2234.618408	0.415013
114	1	320	1393.347046	1990.227661	0.577151
115	1	330	1528.105713	2182.590576	0.923397
116	1	340	1290.306885	1843.106201	0.385359
117	1	350	1294.322144	1848.674438	0.772471
118	1	360	1357.642944	1939.311401	0.362709
119	1	370	1435.638672	2050.620117	0.634352
120	1	380	1472.988770	2103.952637	0.679997
121	1	390	1403.092896	2004.052246	0.786327
122	1	400	1153.442505	1647.470581	0.644909
123	1	410	1491.147949	2129.845215	0.802797
124	1	420	1494.910278	2135.232422	0.771545
125	1	430	1435.795654	2050.865479	0.574716
126	1	440	1412.888184	2018.175049	0.493568
127	1	450	1297.508789	1853.235229	0.759047
128	1	460	1460.400513	2085.899658	0.853934
129	1	470	1421.421997	2030.250366	0.776560
130	1	480	1337.241821	1910.052490	0.640421
131	1	490	1455.898193	2079.551758	0.662522
132	1	500	1424.247437	2034.360596	0.598998
133	1	510	1337.400391	1910.357300	0.446812
134	1	520	1437.613647	2053.394043	0.745297
135	1	530	1386.408325	1980.227905	0.782120
136	1	540	1144.563965	1634.855835	0.511676
137	1	550	1500.894043	2143.707275	0.948670
138	1	560	1462.463989	2088.915527	0.698634
139	1	570	1413.047852	2018.365967	0.588671
140	1	580	1490.580200	2129.102295	0.646571
141	1	590	1343.672974	1919.251221	0.611010
142	1	600	1431.772095	2045.043823	0.756914
143	1	610	1390.779053	1986.546997	0.611387
144	1	620	1047.506836	1496.119995	0.699860
145	1	630	1422.169434	2031.371460	0.651486
146	1	640	1337.113647	1909.767944	0.870680
147	1	650	1318.226196	1882.893188	0.623056
148	1	660	1494.444580	2134.581787	0.738179
149	1	670	1284.477661	1834.590942	0.831212
150	1	680	1372.117676	1959.858887	0.670411
151	1	690	1356.421997	1937.418091	0.724603
152	1	700	1348.659912	1926.286255	0.824199
153	1	710	1522.811890	2175.079590	0.806566
154	1	720	1425.141479	2035.583008	0.731453
155	1	730	1379.247314	1970.006470	0.766321
156	1	740	1404.237671	2005.665283	0.850004
157	1	750	1435.257935	2049.978516	0.856503
158	1	760	1455.373047	2078.781738	0.702531
159	1	770	1355.980469	1936.798828	0.683743
160	1	780	1139.105225	1626.958496	0.721131
161	1	790	1310.191650	1871.432373	0.579813
162	2	0	1427.704102	2039.359741	0.406750
163	2	10	1285.926025	1836.827881	0.412938
164	2	20	1423.306274	2033.021240	0.573654
165	2	30	1441.973389	2059.666748	0.636889
166	2	40	1516.520874	2166.259521	0.396285
167	2	50	1532.293701	2188.615234	0.818619
168	2	60	1266.008667	1808.259155	0.700964
169	2	70	1307.060913	1866.897827	0.722574
170	2	80	1301.813721	1859.325562	0.909226
171	2	90	1368.418213	1954.599365	0.620238
172	2	100	1326.111694	1894.130981	0.685113
173	2	110	1378.474365	1968.973389	0.592379
174	2	120	1396.287109	1994.400513	0.624454
175	2	130	1434.198730	2048.503906	0.768892
176	2	140	1385.926025	1979.594971	0.645015
177	2	150	1271.624512	1816.300171	0.656033
178	2	160	1463.537476	2090.450684	0.681963
179	2	170	1462.515015	2089.130615	0.355778
180	2	180	1329.380981	1898.896484	0.452104
181	2	190	1389.018921	1984.133179	0.363259
182	2	200	1218.127808	1740.124756	0.071217
183	2	210	1250.558350	1786.436279	0.118277
184	2	220	1392.145630	1988.688721	0.156859
185	2	230	1367.359619	1953.320679	0.068572
186	2	240	1355.178589	1935.915283	0.078186
187	2	250	1399.971924	1999.914795	0.055653
188	2	260	1343.559082	1919.306152	0.098006
189	2	270	1282.466797	1831.904663	0.396106
190	2	280	1327.504517	1896.181396	0.543296
191	2	290	1378.143066	1968.513550	0.562522
192	2	300	1316.512817	1880.477417	0.537028
193	2	310	1351.512817	1930.472534	0.553083
194	2	320	1393.473267	1990.589966	0.146191
195	2	330	1356.026123	1936.959229	0.464363
196	2	340	1324.312988	1891.633667	0.523085
197	2	350	1398.691772	1997.823120	0.671805
198	2	360	1475.732788	2107.881836	0.669989
199	2	370	1354.958496	1935.399292	0.554731
200	2	380	1487.479858	2124.666748	0.660255
201	2	390	1532.676880	2189.223145	0.691325
202	2	400	1464.622925	2092.073975	0.526693
203	2	410	1331.448120	1901.913940	0.320723
204	2	420	1492.878052	2132.421387	0.564203
205	2	430	1272.706055	1817.834961	0.687466
206	2	440	1341.949341	1916.729370	0.750782
207	2	450	1521.319824	2172.979004	0.733231
208	2	460	1324.309937	1891.569580	0.660484
209	2	470	1399.965210	1999.568604	0.837572
210	2	480	1444.996094	2063.920654	0.787197
211	2	490	1381.079834	1972.587158	0.843464
212	2	500	1155.068359	1649.810059	0.609773
213	2	510	1407.846069	2010.839600	0.819845
214	2	520	1400.081177	1999.822510	0.642648
215	2	530	1455.583252	2079.103271	0.654385
216	2	540	1405.969116	2008.179443	0.762499
217	2	550	1409.354736	2013.021606	0.753890
218	2	560	1366.627808	1952.017700	0.666567
219	2	570	1351.069214	1929.791748	0.667215
220	2	580	1368.967896	1955.390869	0.599412
221	2	590	1480.300781	2114.454102	0.570114
222	2	600	1371.221802	1958.497192	0.874347
223	2	610	1417.434448	2024.603882	0.661354
224	2	620	1468.032349	2096.901855	0.624534
225	2	630	1333.139526	1904.130615	0.779644
226	2	640	1359.701050	1942.063721	0.808293
227	2	650	1287.260498	1838.664185	0.605645
228	2	660	1358.743530	1940.790405	0.584592
229	2	670	1455.785522	2079.441406	0.535291
230	2	680	1329.844604	1899.419556	0.795130
231	2	690	1354.501343	1934.690063	0.688471
232	2	700	1140.354004	1628.737427	0.738427
233	2	710	1226.356812	1751.576660	0.795469
234	2	720	1294.067871	1848.257080	0.910479
235	2	730	1267.406372	1810.342651	0.499951
236	2	740	1442.017212	2059.647461	0.836206
237	2	750	1437.920044	2053.829590	0.752836
238	2	760	1274.595825	1820.569458	0.611976
239	2	770	1304.183228	1862.757080	0.792566
240	2	780	1363.314941	1947.203979	0.859371
241	2	790	1435.704102	2050.675537	0.726425
242	3	0	1375.254761	1964.454834	0.364315
243	3	10	1358.066528	1939.782959	0.655876
244	3	20	1206.113403	1722.820923	0.396955
245	3	30	1423.583618	2033.439087	0.526951
246	3	40	1336.946289	1909.644409	0.587958
247	3	50	1470.351807	2100.126465	0.823798
248	3	60	1396.233765	1994.507935	0.209351
249	3	70	1307.270996	1867.191284	0.734622
250	3	80	1332.820190	1903.746338	0.599711
251	3	90	1345.719482	1922.085327	0.822441
252	3	100	1386.935059	1980.977661	0.795200
253	3	110	1388.235352	1982.939331	0.550344
254	3	120	1396.600830	1994.859863	0.600471
255	3	130	1324.789307	1892.236450	0.691429
256	3	140	1477.639893	2110.539307	0.829460
257	3	150	1421.602539	2030.598877	0.556273
258	3	160	1438.929077	2055.413330	0.406207
259	3	170	1405.211426	2007.174805	0.571853
260	3	180	1325.461792	1893.293091	0.458613
261	3	190	1363.583130	1947.832397	0.271918
262	3	200	1351.809082	1931.005127	0.301608
263	3	210	1387.649658	1982.228638	0.246314
264	3	220	1307.746582	1868.152954	0.080839
265	3	230	1473.710205	2105.248535	0.069031
266	3	240	1554.362427	2220.459961	0.085657
267	3	250	1343.906128	1919.823364	0.047327
268	3	260	1272.181274	1817.359009	0.043832
269	3	270	1389.651001	1985.108643	0.195445
270	3	280	1419.868408	2028.242554	0.286485
271	3	290	1317.165161	1881.333008	0.726124
272	3	300	1569.888794	2242.380371	0.694313
273	3	310	1334.814575	1906.662842	0.453484
274	3	320	1418.377441	2026.096924	0.308536
275	3	330	1452.581665	2074.849609	0.578424
276	3	340	1240.459595	1771.754517	0.718527
277	3	350	1179.472412	1684.687988	0.578078
278	3	360	1439.218262	2055.779053	0.535303
279	3	370	1451.493896	2073.297607	0.572543
280	3	380	1509.083618	2155.545410	0.628314
281	3	390	1371.897583	1959.468750	0.855851
282	3	400	1349.544434	1927.632935	0.627722
283	3	410	1489.624023	2127.784668	0.534435
284	3	420	1446.161255	2065.585693	0.793387
285	3	430	1386.612549	1980.579468	0.650730
286	3	440	1238.017822	1768.437866	0.327025
287	3	450	1278.178833	1825.616699	0.777747
288	3	460	1235.497192	1764.666992	0.722747
289	3	470	1429.802734	2042.261963	0.691797
290	3	480	1175.265137	1678.663818	0.615690
291	3	490	1468.910400	2098.071289	0.834069
292	3	500	1294.262451	1848.681519	0.571918
293	3	510	1214.378784	1734.531982	0.641101
294	3	520	1467.255859	2095.679199	0.891767
295	3	530	1360.095215	1942.735229	0.561381
296	3	540	1380.720215	1972.161011	0.648709
297	3	550	1435.900635	2051.000000	0.628021
298	3	560	1346.373291	1923.044922	0.759814
299	3	570	1359.159058	1941.353149	0.667993
300	3	580	1405.930054	2008.101685	0.816670
301	3	590	1408.939697	2012.466797	0.667199
302	3	600	1238.784302	1769.360474	0.722519
303	3	610	1292.142090	1845.629150	0.628343
304	3	620	1362.038818	1945.448242	0.703486
305	3	630	1452.281982	2074.351318	0.747918
306	3	640	1358.305176	1940.052368	0.853468
307	3	650	1407.652710	2010.609375	0.710134
308	3	660	1395.483521	1993.272583	0.589948
309	3	670	1424.562866	2034.758667	0.731379
310	3	680	1345.424072	1921.663574	0.826834
311	3	690	1374.890747	1963.816528	0.682303
312	3	700	1397.309937	1995.751465	0.901232
313	3	710	1360.433472	1943.152832	0.712164
314	3	720	1291.824463	1845.099243	0.806265
315	3	730	968.105713	1382.704590	0.649782
316	3	740	1587.938599	2268.086670	0.880791
317	3	750	1477.003784	2109.752197	0.546039
318	3	760	1288.380127	1840.205078	0.743726
319	3	770	1371.957642	1959.554565	0.845501
320	3	780	1293.909302	1848.153076	0.630777
321	3	790	1238.274170	1768.655884	0.664005
322	4	0	1477.789673	2110.935059	0.362263
323	4	10	1513.757690	2162.287598	0.457032
324	4	20	1452.564697	2074.762939	0.713677
325	4	30	1384.440063	1977.470215	0.640092
326	4	40	1322.608643	1889.080078	0.788178
327	4	50	1087.746826	1553.616699	0.660062
328	4	60	1296.010376	1851.223755	0.466443
329	4	70	1380.753052	1972.211060	0.635383
330	4	80	1370.071533	1957.014038	0.484553
331	4	90	1439.393677	2056.020264	0.557284
332	4	100	1336.500610	1909.048218	0.516948
333	4	110	1447.887939	2068.089355	0.709545
334	4	120	1376.464478	1966.129028	0.533606
335	4	130	1408.867920	2012.414551	0.541490
336	4	140	1006.593811	1437.654541	0.712932
337	4	150	1452.626709	2074.912109	0.570544
338	4	160	1374.044189	1962.603271	0.677925
339	4	170	1466.561157	2094.786865	0.638859
340	4	180	1029.042847	1469.813599	0.505499
341	4	190	1319.207642	1884.488159	0.162332
342	4	200	1316.638306	1880.801147	0.210942
343	4	210	1358.968628	1941.286255	0.179357
344	4	220	1507.682861	2153.762695	0.114359
345	4	230	1384.260742	1977.445923	0.115524
346	4	240	1358.585205	1940.790039	0.064016
347	4	250	1370.561279	1957.902832	0.050051
348	4	260	1305.538940	1865.011475	0.057085
349	4	270	1314.640747	1877.967896	0.167051
350	4	280	1301.660889	1859.312744	0.421786
351	4	290	1244.078491	1776.973999	0.604802
352	4	300	1393.404419	1990.189575	0.858832
353	4	310	1170.886475	1672.534668	0.310167
354	4	320	1379.948486	1971.115601	0.514871
355	4	330	1363.731201	1947.925659	0.565261
356	4	340	1253.883057	1790.948608	0.674463
357	4	350	1394.581299	1991.915771	0.753137
358	4	360	1422.886230	2032.386108	0.676389
359	4	370	1159.523315	1656.145142	0.678686
360	4	380	1428.675659	2040.690918	0.598967
361	4	390	1386.888306	1980.988525	0.609394
362	4	400	1383.176392	1975.658203	0.682116
363	4	410	1351.072021	1929.790894	0.680685
364	4	420	1180.176270	1685.673584	0.631179
365	4	430	1301.468994	1858.901001	0.750800
366	4	440	1191.500366	1701.907837	0.497205
367	4	450	1353.390137	1933.021973	0.869005
368	4	460	1346.599731	1923.328857	0.858003
369	4	470	1347.894775	1925.258301	0.672376
370	4	480	1358.951416	1941.070312	0.631850
371	4	490	1372.632690	1960.558838	0.762612
372	4	500	1456.238403	2080.072998	0.580387
373	4	510	1413.714844	2019.252441	0.755122
374	4	520	1138.566772	1626.221313	0.657084
375	4	530	1446.149536	2065.660889	0.579215
376	4	540	1499.692871	2142.197998	0.476234
377	4	550	871.849182	1245.174316	0.718317
378	4	560	1141.958008	1631.130615	0.505427
379	4	570	1418.759399	2026.489014	0.680048
380	4	580	1267.038940	1809.766479	0.627629
381	4	590	1411.076538	2015.520386	0.662042
382	4	600	1373.973877	1962.510620	0.679737
383	4	610	1060.182007	1514.269409	0.607434
384	4	620	1404.864746	2006.541626	0.912316
385	4	630	1384.722290	1977.869995	0.660645
386	4	640	1276.304321	1823.029541	0.556939
387	4	650	1356.082397	1936.907227	0.786946
388	4	660	1458.704346	2083.564209	0.653259
389	4	670	1397.827515	1996.550049	0.770845
390	4	680	1366.984985	1952.464478	0.830312
391	4	690	1370.878906	1958.136353	0.565817
392	4	700	1365.575928	1950.546509	0.603964
393	4	710	1312.058594	1874.005127	0.807649
394	4	720	1403.948853	2005.278931	0.802634
395	4	730	1447.417847	2067.501953	0.506121
396	4	740	1349.855103	1928.011475	0.778743
397	4	750	1365.290894	1950.095337	0.700192
398	4	760	1410.483032	2014.631592	0.761011
399	4	770	1361.504395	1944.692627	0.690988
400	4	780	1289.916504	1842.410522	0.721013
401	4	790	1308.288818	1868.633179	0.770117
402	5	0	786.279785	1123.009033	0.461785
403	5	10	1374.096924	1962.740479	0.525164
404	5	20	1316.863159	1880.969360	0.560419
405	5	30	1149.210449	1641.460938	0.567486
406	5	40	1395.670044	1993.508545	0.667592
407	5	50	1456.867310	2080.962402	0.603073
408	5	60	1372.904175	1961.025146	0.573709
409	5	70	1425.238770	2035.806763	0.535926
410	5	80	1265.867432	1808.111938	0.581340
411	5	90	1187.564209	1696.140747	0.826659
412	5	100	1365.928101	1950.978516	0.759818
413	5	110	1397.187622	1995.783569	0.414097
414	5	120	1308.120605	1868.420288	0.707621
415	5	130	1403.415649	2004.614624	0.571898
416	5	140	1437.185303	2052.868896	0.542381
417	5	150	1375.365601	1964.486450	0.698875
418	5	160	1300.624146	1857.694214	0.737225
419	5	170	1434.540039	2049.023926	0.687669
420	5	180	1266.615845	1809.233398	0.454227
421	5	190	1306.366699	1866.067139	0.345989
422	5	200	1282.910767	1832.626465	0.190221
423	5	210	1369.371704	1956.153076	0.163954
424	5	220	1450.409668	2071.924805	0.151534
425	5	230	1474.596680	2106.510498	0.082244
426	5	240	1459.524902	2084.982666	0.078973
427	5	250	1277.853516	1825.404175	0.173467
428	5	260	1417.415161	2024.817993	0.089334
429	5	270	1264.779175	1806.617920	0.434827
430	5	280	1246.992676	1781.173584	0.530491
431	5	290	1431.137451	2044.164062	0.691424
432	5	300	1418.913330	2026.801147	0.462987
433	5	310	1372.509888	1960.542236	0.387098
434	5	320	1470.415405	2100.372803	0.463008
435	5	330	1331.754272	1902.206421	0.650121
436	5	340	1385.611328	1979.140869	0.662719
437	5	350	1090.260742	1557.325806	0.381648
438	5	360	1281.952271	1831.154785	0.430957
439	5	370	1274.867432	1820.898315	0.737222
440	5	380	1478.759399	2112.215088	0.653972
441	5	390	1452.664307	2074.893311	0.756811
442	5	400	1366.260620	1951.543457	0.555380
443	5	410	1384.598999	1977.744385	0.551706
444	5	420	1363.803345	1947.986938	0.664659
445	5	430	1483.570190	2119.072266	0.683964
446	5	440	1423.839111	2033.748901	0.671140
447	5	450	1320.760986	1886.496704	0.668792
448	5	460	1170.100830	1671.270996	0.665985
449	5	470	1480.763916	2115.084961	0.640556
450	5	480	1392.156982	1988.498779	0.644470
451	5	490	1305.401733	1864.535645	0.711931
452	5	500	1396.653809	1994.963013	0.551286
453	5	510	1388.483887	1983.274902	0.593317
454	5	520	1439.791016	2056.564453	0.614062
455	5	530	1346.858887	1923.861816	0.477306
456	5	540	1399.494751	1999.002808	0.599235
457	5	550	1314.669189	1877.769897	0.722456
458	5	560	1297.360352	1852.990356	0.836515
459	5	570	1328.177246	1897.101562	0.636795
460	5	580	1408.597534	2011.944946	0.747790
461	5	590	1394.270630	1991.479004	0.745948
462	5	600	1418.882812	2026.700562	0.595669
463	5	610	1441.505127	2059.007080	0.626435
464	5	620	1306.162842	1865.562256	0.850149
465	5	630	1374.130371	1962.660889	0.846943
466	5	640	1470.026611	2099.760254	0.601602
467	5	650	1338.120605	1911.285278	0.700747
468	5	660	1380.731567	1972.105957	0.809181
469	5	670	1399.087402	1998.357056	0.746799
470	5	680	1346.874146	1923.764038	0.752706
471	5	690	1301.721069	1859.320312	0.613815
472	5	700	1339.466919	1913.162842	0.799326
473	5	710	1379.759766	1970.737305	0.772648
474	5	720	1426.040894	2036.832764	0.818039
475	5	730	1405.879761	2008.103027	0.654352
476	5	740	1352.562378	1931.858398	0.829583
477	5	750	1022.333496	1460.115967	0.802483
478	5	760	1419.440674	2027.408325	0.807148
479	5	770	1357.570190	1939.051025	0.739677
480	5	780	1392.041870	1988.296265	0.739324
481	5	790	1293.890625	1848.084839	0.729426
482	6	0	1427.050781	2038.407104	0.453645
483	6	10	1367.038696	1952.724731	0.361766
484	6	20	1436.315308	2051.607910	0.576806
485	6	30	1367.853027	1953.751221	0.706881
486	6	40	1394.659546	1992.041748	0.719721
487	6	50	1358.646118	1940.609619	0.669014
488	6	60	1299.811279	1856.569824	0.663957
489	6	70	1251.636475	1787.671997	0.835777
490	6	80	1337.340576	1910.129639	0.793694
491	6	90	1531.985840	2188.309326	0.519073
492	6	100	1366.207886	1951.494995	0.489288
493	6	110	1450.743896	2072.185547	0.666616
494	6	120	1431.324707	2044.383301	0.810541
495	6	130	1326.930054	1895.312012	0.656720
496	6	140	1404.725708	2006.412476	0.742500
497	6	150	1453.048828	2075.531006	0.535179
498	6	160	1333.609253	1904.861450	0.624962
499	6	170	1260.138794	1799.923462	0.579339
500	6	180	1311.809570	1873.798950	0.433649
501	6	190	1400.735718	2000.824219	0.477665
502	6	200	1353.206665	1933.055176	0.174673
503	6	210	1311.986084	1874.166382	0.180700
504	6	220	1283.613037	1833.672119	0.088150
505	6	230	1247.246704	1781.725586	0.087528
506	6	240	1345.048584	1921.445557	0.078968
507	6	250	1213.851807	1734.022583	0.066117
508	6	260	1312.090210	1874.368408	0.061203
509	6	270	1446.736328	2066.652588	0.220359
510	6	280	1327.247803	1895.870239	0.414779
511	6	290	1478.848877	2112.311279	0.722474
512	6	300	1382.458008	1974.603027	0.734293
513	6	310	1341.824219	1916.581299	0.678442
514	6	320	1459.133789	2084.394287	0.144989
515	6	330	1204.717285	1720.682251	0.757819
516	6	340	1345.986694	1922.526489	0.687904
517	6	350	1323.531982	1890.516846	0.523748
518	6	360	1369.063477	1955.605835	0.417781
519	6	370	1378.304565	1968.656738	0.766077
520	6	380	1352.816528	1932.348511	0.527592
521	6	390	1506.346558	2151.631592	0.640329
522	6	400	1047.494141	1496.132080	0.620500
523	6	410	1305.262085	1864.321411	0.744547
524	6	420	1436.719971	2052.146973	0.679246
525	6	430	1273.607544	1819.121826	0.696231
526	6	440	1146.080200	1636.975830	0.614655
527	6	450	1140.637695	1629.105225	0.824905
528	6	460	1409.867920	2013.831665	0.573614
529	6	470	1125.763184	1607.880005	0.780115
530	6	480	1397.738403	1996.423096	0.765202
531	6	490	1255.298584	1792.934326	0.763495
532	6	500	1288.945679	1841.084595	0.581933
533	6	510	1384.343018	1977.369873	0.563850
534	6	520	1392.773071	1989.356567	0.705229
535	6	530	1458.744629	2083.697510	0.481344
536	6	540	1196.080566	1708.331299	0.777574
537	6	550	1484.026978	2119.732178	0.678259
538	6	560	1388.009155	1982.598267	0.594540
539	6	570	1353.446533	1933.120239	0.832587
540	6	580	1373.854248	1962.345215	0.663873
541	6	590	1364.126343	1948.394165	0.794854
542	6	600	1343.050415	1918.319946	0.720137
543	6	610	1258.477051	1797.498535	0.719758
544	6	620	1352.764771	1932.136353	0.854427
545	6	630	1400.243286	1999.979736	0.813733
546	6	640	1325.312012	1892.936279	0.813708
547	6	650	1344.062500	1919.760864	0.727226
548	6	660	1430.708618	2043.590454	0.609888
549	6	670	1367.737671	1953.608398	0.665376
550	6	680	1388.927612	1983.822998	0.799731
551	6	690	1345.164551	1921.321411	0.758698
552	6	700	1342.192383	1917.117065	0.653405
553	6	710	1377.960693	1968.120239	0.871354
554	6	720	1396.399170	1994.527100	0.721324
555	6	730	1396.709473	1994.933838	0.809634
556	6	740	1270.739868	1815.005859	0.743238
557	6	750	1427.304565	2038.623779	0.848803
558	6	760	1307.852417	1867.967285	0.876880
559	6	770	1511.099365	2158.518799	0.411577
560	6	780	1213.823975	1733.729492	0.661785
561	6	790	1423.588013	2033.318970	0.840768
562	7	0	1409.793945	2013.757568	0.447221
563	7	10	1266.891724	1809.574707	0.549760
564	7	20	1246.734741	1780.798340	0.514149
565	7	30	1342.484985	1917.560181	0.590411
566	7	40	1513.558228	2161.924561	0.649270
567	7	50	1446.961182	2066.778809	0.673147
568	7	60	1217.933594	1739.671509	0.493727
569	7	70	1272.058472	1816.878906	0.759647
570	7	80	1449.334961	2070.202393	0.601693
571	7	90	1374.181030	1962.772461	0.749031
572	7	100	1335.829956	1908.067871	0.560160
573	7	110	1366.176880	1951.402588	0.604370
574	7	120	1413.901978	2019.642090	0.455537
575	7	130	1369.393188	1955.979126	0.647704
576	7	140	1420.277466	2028.660278	0.673155
577	7	150	1426.878052	2038.055664	0.739252
578	7	160	1363.390015	1947.322632	0.827550
579	7	170	1472.693726	2103.607422	0.503359
580	7	180	1267.750732	1810.899048	0.346586
581	7	190	1364.034790	1948.496460	0.239265
582	7	200	1289.967163	1842.702759	0.189068
583	7	210	1419.230713	2027.395142	0.129413
584	7	220	1381.130615	1972.975952	0.104228
585	7	230	1473.916504	2105.516113	0.136546
586	7	240	1350.882935	1929.768555	0.109379
587	7	250	1461.480957	2087.779053	0.076660
588	7	260	1338.020142	1911.398560	0.091341
589	7	270	1295.570679	1850.739624	0.127321
590	7	280	1357.611328	1939.317627	0.255856
591	7	290	1361.516479	1944.762085	0.564495
592	7	300	1148.294189	1640.130371	0.621964
593	7	310	1285.729736	1836.598755	0.326443
594	7	320	1277.007446	1824.126709	0.338804
595	7	330	1381.262329	1973.045532	0.390929
596	7	340	1286.906738	1838.138184	0.660512
597	7	350	1280.518433	1828.959717	0.780533
598	7	360	1336.190430	1908.685669	0.326988
599	7	370	1472.812744	2103.652832	0.808471
600	7	380	1287.443848	1838.864380	0.744346
601	7	390	1478.291504	2111.428955	0.926324
602	7	400	1347.044312	1924.027344	0.702977
603	7	410	1238.488892	1768.935303	0.737622
604	7	420	1451.431274	2073.059326	0.921782
605	7	430	1380.722778	1972.139282	0.700775
606	7	440	1374.250854	1962.919922	0.642161
607	7	450	1422.132446	2031.366821	0.544266
608	7	460	1365.639160	1950.630737	0.619241
609	7	470	1400.570312	2000.573975	0.514291
610	7	480	1309.191895	1870.011475	0.564207
611	7	490	1341.723267	1916.448364	0.655635
612	7	500	1427.567505	2039.078369	0.667546
613	7	510	1461.003174	2086.863037	0.623158
614	7	520	1331.968506	1902.473877	0.746059
615	7	530	1421.922729	2031.006958	0.687505
616	7	540	1355.524170	1936.132935	0.726059
617	7	550	1387.360229	1981.597778	0.765827
618	7	560	1423.981934	2033.905151	0.785794
619	7	570	1490.755981	2129.354736	0.650475
620	7	580	1341.167725	1915.594849	0.788160
621	7	590	947.781311	1353.707275	0.580466
622	7	600	1374.693237	1963.480469	0.823324
623	7	610	1061.750854	1516.449829	0.725582
624	7	620	1341.049194	1915.483765	0.663476
625	7	630	1466.795410	2095.186035	0.506636
626	7	640	1455.472290	2078.859619	0.858543
627	7	650	1395.333862	1993.013916	0.706830
628	7	660	1289.254150	1841.526489	0.576903
629	7	670	1463.123169	2089.898682	0.610714
630	7	680	1444.643066	2063.433838	0.756395
631	7	690	1371.774292	1959.359375	0.706427
632	7	700	1288.822266	1840.861328	0.686753
633	7	710	1289.685059	1842.041382	0.810165
634	7	720	1332.449951	1903.103027	0.878437
635	7	730	1308.043579	1868.334839	0.657218
636	7	740	1360.948975	1943.848022	0.802618
637	7	750	1393.666992	1990.501465	1.006186
638	7	760	1458.070435	2082.564209	0.877138
639	7	770	1437.012817	2052.544434	0.726963
640	7	780	1315.287720	1878.677490	0.673756
641	7	790	1314.325317	1877.287964	0.707963
642	8	0	1298.058228	1854.163696	0.364317
643	8	10	1433.656128	2047.856323	0.452088
644	8	20	1402.017090	2002.649170	0.487848
645	8	30	1455.863770	2079.532959	0.584545
646	8	40	1348.187256	1925.649658	0.721084
647	8	50	1368.730957	1955.014771	0.685659
648	8	60	1362.637695	1946.322876	0.653908
649	8	70	1353.624390	1933.403809	0.757568
650	8	80	1144.602661	1634.798340	0.753898
651	8	90	1222.284424	1745.766357	0.785447
652	8	100	1344.681030	1920.756958	0.449260
653	8	110	1371.772095	1959.366455	0.672886
654	8	120	1492.978760	2132.555176	0.594215
655	8	130	1367.054321	1952.667969	0.566684
656	8	140	1343.397583	1918.820068	0.697398
657	8	150	1410.438110	2014.590332	0.694920
658	8	160	1398.030029	1996.910400	0.592290
659	8	170	1401.795776	2002.276367	0.610553
660	8	180	1396.433472	1994.762085	0.280101
661	8	190	1354.185669	1934.375732	0.344199
662	8	200	1379.034058	1969.909912	0.273283
663	8	210	1377.422607	1967.661743	0.141665
664	8	220	1209.839600	1728.277710	0.097002
665	8	230	1356.729004	1938.122559	0.097989
666	8	240	1399.875732	1999.732910	0.163908
667	8	250	1410.729370	2015.275513	0.077452
668	8	260	1342.261841	1917.460815	0.086770
669	8	270	1403.754883	2005.196045	0.337830
670	8	280	1359.776245	1942.327637	0.445295
671	8	290	1395.169800	1992.903564	0.410235
672	8	300	1348.491699	1926.196167	0.469932
673	8	310	1453.960449	2076.874023	0.452059
674	8	320	1311.983276	1874.070312	0.395980
675	8	330	1430.421997	2043.254639	0.437460
676	8	340	1374.364746	1963.160645	0.470834
677	8	350	995.417175	1421.710693	0.674040
678	8	360	1302.374634	1860.380981	0.307263
679	8	370	1384.571289	1977.612305	0.762251
680	8	380	1287.353271	1838.691772	0.846434
681	8	390	1362.231323	1945.752197	0.638148
682	8	400	1307.234253	1867.170410	0.671118
683	8	410	1483.720093	2119.255371	0.763423
684	8	420	1363.778320	1947.935425	0.696597
685	8	430	1380.764648	1972.311401	0.445737
686	8	440	1482.239868	2117.185303	0.656763
687	8	450	1379.018799	1969.637817	0.863087
688	8	460	1328.412720	1897.387573	0.761964
689	8	470	1398.123413	1997.080566	0.515769
690	8	480	1399.025757	1998.317871	0.635737
691	8	490	1279.947510	1828.199341	0.642947
692	8	500	1204.750366	1720.760742	0.678548
693	8	510	1401.865356	2002.403564	0.569691
694	8	520	1395.765747	1993.710693	0.517516
695	8	530	1248.006958	1782.515625	0.776161
696	8	540	1334.884644	1906.613159	0.816225
697	8	550	1429.850708	2042.314453	0.727549
698	8	560	1342.750366	1917.880859	0.733206
699	8	570	1386.264160	1980.009399	0.819454
700	8	580	1371.289062	1958.661987	0.710241
701	8	590	1048.105713	1496.975952	0.674459
702	8	600	1243.473022	1776.046021	0.753880
703	8	610	1386.159912	1979.875854	0.779919
704	8	620	1330.541626	1900.437134	0.743417
705	8	630	1456.382324	2080.165527	0.844452
706	8	640	1162.689941	1660.626709	0.784536
707	8	650	1449.845459	2070.850830	0.783908
708	8	660	1338.910278	1912.361572	0.813113
709	8	670	1353.496948	1933.185791	0.851631
710	8	680	1301.141724	1858.427246	0.768041
711	8	690	1319.090332	1884.034790	0.835903
712	8	700	1301.958130	1859.604126	0.746441
713	8	710	1369.496338	1956.108154	0.694685
714	8	720	1361.837524	1945.128540	0.787336
715	8	730	1429.206055	2041.390625	0.726761
716	8	740	1357.808105	1939.383301	0.759178
717	8	750	1428.852661	2040.892578	0.719704
718	8	760	1374.460693	1963.155518	0.798936
719	8	770	1396.971069	1995.294434	0.834272
720	8	780	1477.170654	2109.968750	0.604019
721	8	790	1360.544678	1943.283691	0.782259
722	9	0	1446.294189	2065.975830	0.275619
723	9	10	1338.377563	1911.817871	0.267679
724	9	20	1251.295776	1787.340210	0.470380
725	9	30	1494.970947	2135.448975	0.468737
726	9	40	1397.905518	1996.644897	0.798839
727	9	50	1315.587158	1879.101196	0.674045
728	9	60	1378.580200	1969.085083	0.689235
729	9	70	1359.639038	1942.056152	0.620248
730	9	80	1253.377319	1790.245972	0.624571
731	9	90	1421.878662	2030.979126	0.598894
732	9	100	1280.021484	1828.364502	0.501952
733	9	110	1235.883423	1765.194458	0.777000
734	9	120	1409.946655	2013.906372	0.659943
735	9	130	1411.702271	2016.481934	0.501405
736	9	140	1240.642578	1772.033081	0.676501
737	9	150	1309.997192	1871.088501	0.731399
738	9	160	1437.356201	2053.017334	0.759450
739	9	170	1496.659424	2137.793457	0.621721
740	9	180	1316.638672	1880.639648	0.574388
741	9	190	1388.871704	1983.959229	0.276439
742	9	200	1060.456177	1514.852295	0.128921
743	9	210	1374.684448	1963.755249	0.136481
744	9	220	1233.252441	1761.726685	0.093024
745	9	230	1272.734009	1818.070435	0.218836
746	9	240	1387.952881	1982.727417	0.090760
747	9	250	1373.298462	1961.788696	0.099659
748	9	260	1324.153564	1891.599121	0.065348
749	9	270	1329.471313	1899.009033	0.495998
750	9	280	1442.564331	2060.468262	0.740786
751	9	290	1355.605713	1936.343506	0.499128
752	9	300	1312.941528	1875.309204	0.704870
753	9	310	1240.482056	1771.937134	0.366031
754	9	320	1472.155273	2102.863281	0.451243
755	9	330	1246.608887	1780.581299	0.623214
756	9	340	1391.114746	1986.940430	0.809815
757	9	350	1239.561279	1770.456177	0.756473
758	9	360	1175.786987	1679.446533	0.530364
759	9	370	1399.737183	1999.303345	0.701783
760	9	380	1338.067017	1911.153809	0.819383
761	9	390	1430.595825	2043.429810	0.604773
762	9	400	1289.810669	1842.280396	0.676155
763	9	410	1438.142578	2054.180908	0.676356
764	9	420	1393.451294	1990.403931	0.522363
765	9	430	1376.163208	1965.637451	0.682461
766	9	440	1347.880737	1925.225342	0.701622
767	9	450	1328.375244	1897.281128	0.882513
768	9	460	1321.251099	1887.186279	0.696404
769	9	470	1300.255737	1857.307983	0.422334
770	9	480	1345.661011	1922.076294	0.655892
771	9	490	1369.299927	1955.808350	0.740559
772	9	500	1063.258911	1518.645508	0.634716
773	9	510	1435.186157	2049.972900	0.648901
774	9	520	1379.501587	1970.523315	0.411123
775	9	530	1420.864990	2029.582397	0.482355
776	9	540	1273.855103	1819.520142	0.591329
777	9	550	1322.540039	1888.997681	0.762963
778	9	560	1313.169556	1875.574707	0.846296
779	9	570	1401.185425	2001.350342	0.756085
780	9	580	1386.255371	1979.971069	0.875064
781	9	590	1427.592041	2039.065674	0.784522
782	9	600	1304.433716	1863.179810	0.645975
783	9	610	1365.119995	1949.819702	0.785735
784	9	620	1343.838989	1919.473389	0.650873
785	9	630	1443.791748	2062.167725	0.872555
786	9	640	1212.575195	1731.901001	0.778360
787	9	650	1346.094482	1922.667725	0.714126
788	9	660	1401.289307	2001.541870	0.658629
789	9	670	1372.428223	1960.315674	0.647217
790	9	680	1343.823608	1919.406860	0.755151
791	9	690	1347.393555	1924.472412	0.831136
792	9	700	1334.817749	1906.509033	0.823724
793	9	710	1374.041626	1962.548706	0.814609
794	9	720	1336.862427	1909.427368	0.833596
795	9	730	1344.513550	1920.451294	0.612572
796	9	740	1310.575684	1871.912720	0.743855
797	9	750	1323.225830	1890.036865	0.627128
798	9	760	1355.144287	1935.595215	0.717240
799	9	770	1184.380371	1691.703857	0.584369
800	9	780	1373.257935	1961.461304	0.733357
801	9	790	1460.831909	2086.623779	0.609109